Jianhong Liu

A Data-Driven Adaptive Predictive Control Framework for Stabilizing Dissolved Oxygen and pH in Bioreactor Systems Under Temperature Disturbances

Maintaining stable dissolved oxygen (DO) and pH conditions is critical for reliable operation of bioreactor systems used in cell culture and bioprocess manufacturing. However, accurate regulation of DO and pH remains challenging due to nonlinear process dynamics and variations in...